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url: https://github.com/dmlc/xgboost
template:
bootstrap: 5
math-rendering: mathjax
reference:
- title: High Level Interface
desc: High level XGBoost interface
contents:
- "xgboost"
- "predict.xgboost"
- "print.xgboost"
- title: Datasets
desc: Test datasets bundled with the R package.
contents:
- "agaricus.train"
- "agaricus.test"
- title: Global Configuration
desc: Global configuration for the XGBoost library.
contents:
- "xgb.config"
- "xgb.set.config"
- "xgb.get.config"
- title: DMatrix
desc: Low-level data storage.
contents:
- "xgb.DMatrix"
- "xgb.DMatrix.hasinfo"
- "xgb.DMatrix.save"
- "dim.xgb.DMatrix"
- "dimnames.xgb.DMatrix"
- "print.xgb.DMatrix"
- "xgb.DataBatch"
- "xgb.DataIter"
- "xgb.get.DMatrix.data"
- "xgb.get.DMatrix.num.non.missing"
- "xgb.ExtMemDMatrix"
- "xgb.QuantileDMatrix.from_iterator"
- "xgb.get.DMatrix.qcut"
- "xgb.slice.DMatrix"
- title: Booster
desc: The model for XGBoost.
contents:
- "a-compatibility-note-for-saveRDS-save"
- "coef.xgb.Booster"
- "getinfo.xgb.Booster"
- "predict.xgb.Booster"
- "print.xgb.Booster"
- "xgb.load"
- "xgb.load.raw"
- "xgb.save"
- "xgb.save.raw"
- "xgb.copy.Booster"
- "xgb.slice.Booster"
- "xgb.get.num.boosted.rounds"
- "xgb.is.same.Booster"
- "xgb.importance"
- "xgb.attr"
- "xgb.create.features"
- "xgb.model.dt.tree"
- "xgb.model.parameters<-"
- "xgb.ggplot.deepness"
- "xgb.dump"
- "variable.names.xgb.Booster"
- "xgb.ggplot.importance"
- "xgb.plot.multi.trees"
- "xgb.plot.shap"
- "xgb.ggplot.shap.summary"
- "xgb.plot.tree"
- "xgb.gblinear.history"
- title: Training Callbacks
desc: Callback functions used for training.
contents:
- "xgb.Callback"
- "xgb.cb.cv.predict"
- "xgb.cb.early.stop"
- "xgb.cb.evaluation.log"
- "xgb.cb.gblinear.history"
- "xgb.cb.print.evaluation"
- "xgb.cb.reset.parameters"
- "xgb.cb.save.model"
- title: Low-level Training Functions
desc: Low-level Training Functions with DMatrix and Booster
contents:
- "xgb.params"
- "xgb.train"
- "xgb.cv"
- "print.xgb.cv.synchronous"
- title: Deprecation Settings
contents:
- "xgboost-options"
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